Guan'an Wang (王贯安) Homepage Guanan Wang (王贯安) Homepage

Guan'an Wang (王贯安)

 

Ph.D. candidate
Institute of Automation, Chinese Academy of Sciences (CASIA) 
No.95 Zhongguancun East Road, Haidian District, Beijing, China

[Email] [DBLP] [Google Scholar] [Github] [Resume] [WeChat]

About Me

I am a Ph.D. Candidate in the Institute of Automation, Chinese Academy of Sciences (CASIA) advised by Prof. Zengguang Hou (IEEE Fellow) and Prof. Jian Cheng. Before that, I received my bachelor's degree from Central South Unversity (CSU) in 2015. I was a visiting scholar in Computer Science at the Queen Mary University of London (QMUL), advised by Prof. Shaogang Gong from September 2019 to September 2020.

My research interest includes machine learning and pattern recognition, with focus on Person Re-Identification (Re-ID), Hashing, and Generative Adversarial Nets.

I am looking for a Full-Time Job.

News

  • 03/2021: One paper accepted by ICME 2021
  • 03/2021: One paper accepted by ICRA 2021
  • 01/2021: One paper accepted by TNNLS (JCR1, IF=8.793)
  • 12/2020: We win 1st at NAIC2020 (ReIDTrack, HomePage, News, Solution)
  • 09/2020: Our ReID ToolBox light-reid has been released
  • 09/2020: One paper accepted by ACCV 2020
  • 07/2020: One paper accepted by ECCV 2020
  • 04/2020: One paper accepted by IJCAI 2020
  • 03/2020: One paper accepted by Neural Network (SCI, IF=5.785)
  • 02/2020: One paper accepted by CVPR 2020
  • 11/2019: Two papers accepted by AAAI 2020
  • 10/2019: Visited to Prof. Shaogang Gong, Queen Mary University of London, UK
  • 07/2019: One paper accepted by ICCV 2019
  • 05/2019: One paper accepted by IJCAI 2019
  • 07/2018: One paper accepted by ECCV 2018

Publications(Confs.)

Faster Person Re-Identification
Guan’an Wang, Shaogang Gong, Jian Cheng, Zengguang Hou.
European Conference on Computer Vision (ECCV), UK, 2020
[PDF]  [ArXiv]  [Code] 

High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification
Guan’an Wang*, Shuo Yang*, Huanyu Liu, Zhicheng Wang, Yang Yang, Shuliang Wang, Gang Yu, Erjin Zhou, Jian Sun.
Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 2020
[PDF]  [ArXiv]  [Code] 

Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification
Guan’an Wang, Tianzhu Zhang, Yang Yang, Jian Cheng, Jianlong Chang, Xu Liang, Zengguang Hou.
Association for the Advancement of Artificial Intelligence (AAAI), New York City, USA, February 2020
[PDF]  [ArXiv]  [Code]

RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment
Guan’an Wang
, Tianzhu Zhang, Jian Cheng, Si Liu, Yang Yang, Zengguang Hou.
International Conference on Computer Vision (ICCV), Seoul, Korea, October 2019
[PDF] [ArXiv] [Code]

Color-Sensitive Person Re-Identification
Guan’an Wang, Yang Yang, Jian Cheng, Jinqiao Wang, Zengguang Hou.
International Joint Conference on Artificial Intelligence (IJCAI, Oral), Macao, China, August 2019 
[PDF] 

Semi-Supervised Generative Adversarial Hashing for Image Retrieval
Guan’an Wang, Qinghao Hu, Jian Cheng, Zengguang Hou.
European Conference on Computer Vision (ECCV), Munich, Germany, September 2018
[PDF]

Efficient Human Pose Estimation by Learning Deeply Aggregated Representations
Zhengxiong Luo, Zhicheng Wang, Yuanhao Cai, Guan'an Wang, Liang Wang, Yan Huang, Erjin Zhou, Tieniu Tan, Jian Sun.
IEEE International Conference on Multimedia and Expo (ICME, Oral), Shenzhen, China, May 2021
[PDF] 

Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG
Chen-Chen Fan, Haiqun Xie, Hongjun Yang, ZhenLiang Ni, Zeng-Guang Hou, Guan'an Wang, Sheng Chen, Zhijie Fang, Shuyun Huang.
IEEE International Conference on Robotics and Automation (ICRA), Xi'an, China, May 2021
[PDF] 

Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments
Zhen-Liang Ni, Gui-Bin Bian, Guan’an Wang, Xiaohu Zhou, Zeng-Guang Hou, Hua-Bin Chen, Xiao-Liang Xie.
Association for the Advancement of Artificial Intelligence (AAAI), New York City, USA, February 2020
[PDF] 

BARNet: Bilinear Attention Network with Adaptive Receptive Field for Surgical Instrument Segmentation
Zhen-Liang Ni, Gui-Bin Bian, Guan’an Wang, Xiaohu Zhou, Zeng-Guang Hou, Xiao-Liang Xie, Zhen Li, Yu-Han Wang.
International Joint Conference on Artificial Intelligence (IJCAI), Yokohama, Japan, July 2020
[PDF] 

Horizontal Flipping Assisted Disentangled Feature Learning for Semi-Supervised Person Re-Identification
Gehan Hao, Yang Yang, Xue Zhou, Guan'an Wang, Zhen Lei.
Asian Conference on Computer Vision (ACCV), Kyoto, Japan, November 2020
[PDF] 

Publications(Journals)

Cross-Modality Paired-Images Generation and Augmentation for RGB-Infrared Person Re-Identification
Guan’an Wang*, Yang Yang*, Tianzhu Zhang, Jian Cheng, Zengguang Hou, Prayag Tiwari, Hari Mohan Mohan Pandey
Neural Networks (2020, NN, SCI, IF=5.785, JCR1)
[PDF] 

Adversarial Binary Mutual Learning For Semi-Supervised Deep Hashing
Guan’an Wang, Qinghao Hu, Yang Yang, Jian Cheng, Zengguang Hou
IEEE Transactions on Neural Networks and Learning Systems (2021, TNNLS, SCI, IF=8.793, JCR1)
[PDF] 

Academic Services

  • Conference Reviewers:
    • ICCV2021, CVPR2021, IJCAI2021, AAAI2021, NeurlPS2020, CVPR2020, BMVC2020, IJCAI2020, AAAI2020, MM2020, CVPR2019, AAAI2019, IJCAI2019
  • Journal Reviewers:
    • International Journal of Computer Vision (IJCV)
    • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
    • IEEE Transactions on MultiMedia (TMM)
    • Neural Computing (NC)

Awards

  • First place (1/1500+) at 2020 National Artifical Intelligence Challgence (NAIC, ReIDTrack, HomePage, News, Solution), 2020
  • Scholarship of State Scholarship Fund to the United Kingdom awarded by China Scholarship Council (CSC), 2019
  • Outstanding Graduate of Hunan Province, China 2015
  • Outstanding Graduate of Center South University, 2015
  • Meritorious Winner (<10%) in American College Student Mathematical Modeling Contest, 2014
  • First Prize in Intelligent Vehicle Contest of Hunan Province, 2014
  • National Scholarship (<5%), 2012,2014
  • School Principal Scholarship (< 1%) in Center South University, 2012, 2013, 2014

Experiences